基本信息
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Bio
Dr. Linn's methodological research program spans two broad areas: statistical methods for neuroimaging data and sequentially randomized clinical trials. As a co-investigator, she provides biostatistical leadership on projects in behavioral health economics, dermatology, implementation science, and psychology.
Dr. Linn has experience designing sequential multiple assignment randomized trials (SMARTs) in a number of research areas. She is particularly interested in using data from SMART designs to estimate personalized dynamic interventions that improve long-term outcomes for individuals.
Dr. Linn is actively working on statistical frameworks for harmonizing imaging data from multi-site studies and estimating spatially varying patterns of multimodal image associations. She is also interested in adapting methods from causal inference to address confounding in analyses of high-dimensional imaging data.
Dr. Linn has experience designing sequential multiple assignment randomized trials (SMARTs) in a number of research areas. She is particularly interested in using data from SMART designs to estimate personalized dynamic interventions that improve long-term outcomes for individuals.
Dr. Linn is actively working on statistical frameworks for harmonizing imaging data from multi-site studies and estimating spatially varying patterns of multimodal image associations. She is also interested in adapting methods from causal inference to address confounding in analyses of high-dimensional imaging data.
Research Interests
Papers共 97 篇Author StatisticsCo-AuthorSimilar Experts
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David Bekelman,Karleen F. Giannitrapani,Kristin A. Linn, Paula Langner,Rebecca Sudore,Borsika Rabin,Karl Lorenz,Mary Beth Foglia,Amanda Glickman, Scott Pawlikowski, Marilyn Sloan,Raziel Gamboa,
crossref(2024)
Kimberly J. Waddell, Keshav Goel,Sae-Hwan Park,Kristin A. Linn,Amol S. Navathe,Joshua M. Liao,Caitlin McDonald,Catherine Reitz, Jake Moore, Steve Hyland,Shivan J. Mehta
American Journal of Preventive Medicineno. 3 (2024): 399-407
Nature Mental Healthno. 12 (2023): 1033-1042
STATISTICS IN MEDICINEno. 23 (2023): 4236-4256
medRxiv (Cold Spring Harbor Laboratory) (2023)
Amol S. Navathe,Kristin A. Linn,Sae-Hwan Park,Caleb M. Hearn,Matthew Maciejewski, Craig J. Kreisler,Christopher B. Roberts,Sumedha Chhatre, Mateo U. Rosania,Ravi B. Parikh
JOURNAL OF GENERAL INTERNAL MEDICINE (2023): S211-S212
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medRxiv : the preprint server for health sciences (2023)
medRxiv (Cold Spring Harbor Laboratory) (2023)
Biological Psychiatry Global Open Scienceno. 4 (2023): 847-854
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